jsonpatch<2.0,>=1.24
email-validator>=2.0
pydantic<2.12,>=2.7.0,~=2.0
kubernetes<36,>=21.0.0
cached-property==1.5.2
python-dotenv>=0.19.0
idna>=3.15
Mako>=1.3.12
mypy_extensions>=0.4.3
typing-inspect
httpx~=0.28.0
mistune>=3.3.0
azure-keyvault-secrets
google-cloud-secret-manager==2.24.0
azure-identity~=1.12
sqlalchemy<3,>=2.0.0
jaraco.context>=6.1.0
chardet==4.0.0
setuptools>=78.1.1
jaraco.functools<4.2.0
dbt-extractor>=0.5.0
requests>=2.32.4
antlr4-python3-runtime==4.9.2
PyJWT>=2.13.0
python-dateutil>=2.8.1
importlib-metadata>=4.13.0
PyYAML~=6.0
requests-aws4auth~=1.1
tabulate==0.9.0
collate-data-diff>=0.11.15
google-crc32c
Jinja2>=2.11.3
collate-sqllineage==2.1.7
tenacity<10,>=8.0
shapely
packaging
pymysql~=1.0
pydantic-settings>=2.14.2,~=2.0
boto3~=1.41.5
cryptography>=48.0.1
cachetools
lxml>=6.1.0
memory-profiler

[airflow]
Werkzeug>=3.0.6
starlette>=0.49.1
python-multipart>=0.0.31
apache-airflow-providers-http>=6.0.0
apache-airflow-providers-opensearch>=1.9.1
attrs
opentelemetry-exporter-otlp==1.37.0
apache-airflow==3.3.0
tornado>=6.5.7
apache-airflow-providers-elasticsearch>=6.5.3

[all]
GeoAlchemy2~=0.12
pydantic<2.12,>=2.7.0,~=2.0
google-cloud-monitoring>=2.0.0
snowflake-sqlalchemy>=1.8.0
Mako>=1.3.12
typing-inspect
adbc-driver-manager
httpx~=0.28.0
pinotdb~=5.0
iomete-sqlalchemy>=1.0.22
google-cloud-pubsub>=2.0.0
croniter<3
numpy<2
teradatasqlalchemy==20.0.0.2
pymssql~=2.3.9
spacy<3.8
lkml~=1.3
python-dateutil>=2.8.1
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
validators~=0.22.0
dagster_graphql>=1.8.0
pydomo~=0.3
sqlalchemy_exasol<8,>=7.1.1
importlib-metadata>=4.13.0
PyYAML~=6.0
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff>=0.11.15
google-crc32c
clickhouse-sqlalchemy>=0.3
avro<1.12,>=1.11.4
pyodbc~=5.3.0
sqlalchemy-bigquery>=1.15.0
thrift-sasl~=0.4
aiobotocore~=2.26.0
rarfile~=4.2
pydruid>=0.6.5
shapely
delta-spark<4.0.0,>=3.0.0
cryptography>=48.0.1
gcsfs~=2026.3
cx_Oracle<9,>=8.3.0
memory-profiler
email-validator>=2.0
gitpython>=3.1.50
thrift<1,>=0.24.0
python-dotenv>=0.19.0
fastavro>=1.2.0
protobuf>=5.29.6
google-api-python-client>=2.0.0
mypy_extensions>=0.4.3
databricks-sqlalchemy~=2.0.9
presto-types-parser>=0.0.2
google-cloud-secret-manager==2.24.0
sqlalchemy<3,>=2.0.0
websocket-client~=1.6.1
jaraco.functools<4.2.0
oracledb~=1.2
pymongo~=4.3
sqlalchemy-redshift~=1.0.0
dbt-extractor>=0.5.0
s3fs~=2026.3
mlflow-skinny<3.15,>=3.13.0
giturlparse
sqlalchemy-pgspider
collate-data-diff[snowflake]
impyla[kerberos]~=0.24.0
looker-sdk!=24.18.0,>=22.20.0
collate-data-diff[clickhouse]
Jinja2>=2.11.3
python-liquid
google-cloud
couchbase~=4.1
google-cloud-logging
presidio-analyzer==2.2.358
pydantic-settings>=2.14.2,~=2.0
google-cloud-storage>=1.43.0
lxml>=6.1.0
simple_salesforce~=1.11
jsonpatch<2.0,>=1.24
clickhouse-driver~=0.2
kubernetes<36,>=21.0.0
cached-property==1.5.2
kafka-connect-py==0.10.11
elasticsearch8~=8.9.0
ijson~=3.4
google-cloud-bigtable>=2.0.0
pyhive[hive_pure_sasl]~=0.7
pandas~=2.1.4
azure-keyvault-secrets
requests-ntlm
deltalake<0.20,>=0.19.0
pure-transport==0.2.0
trino[sqlalchemy]
py7zr~=1.1.0
sqlalchemy-cockroachdb~=2.0
authlib>=1.6.9
requests>=2.32.4
pyarrow<26,>=23.0.1
PyJWT>=2.13.0
pyasn1>=0.6.3
databricks-sql-connector>=4.0.0
collate-data-diff[vertica]
paramiko<6,>=3.5
pyathena~=3.25.0
azure-storage-blob~=12.14
psycopg2-binary
tenacity<10,>=8.0
google-cloud-datacatalog>=3.6.2
collate-data-diff[mssql]
packaging
pyOpenSSL>=26.0.0
boto3~=1.41.5
tabulate==0.9.0
cachetools
collate-data-diff[oracle]
hdbcli
pure-sasl
msal~=1.2
idna>=3.15
pyspark==3.5.6
mistune>=3.3.0
azure-storage-blob
collate-data-diff[trino]
azure-identity~=1.12
opensearch-py~=2.4.0
jaraco.context>=6.1.0
chardet==4.0.0
setuptools>=78.1.1
adbc-driver-flightsql
antlr4-python3-runtime==4.9.2
collate-data-diff[presto]
ndg-httpsclient~=0.5.1
collate-data-diff[mysql]
sqlalchemy-hana
neo4j~=5.3
databricks-sdk~=0.20.0
requests-aws4auth~=1.1
sqlalchemy-pytds~=1.0
grpcio-tools>=1.47.2
collate-sqllineage==2.1.7
asammdf~=7.4.5
cassandra-driver>=3.28.0
pymysql~=1.0
adlfs>=2023.1.0
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-dbt-artifacts-parser
tableauserverclient==0.40
impyla~=0.24.0
scikit-learn<2,>=1.3

[all-dev-env]
GeoAlchemy2~=0.12
pydantic<2.12,>=2.7.0,~=2.0
google-cloud-monitoring>=2.0.0
snowflake-sqlalchemy>=1.8.0
Mako>=1.3.12
typing-inspect
adbc-driver-manager
httpx~=0.28.0
pinotdb~=5.0
iomete-sqlalchemy>=1.0.22
google-cloud-pubsub>=2.0.0
croniter<3
numpy<2
teradatasqlalchemy==20.0.0.2
spacy<3.8
lkml~=1.3
python-dateutil>=2.8.1
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
validators~=0.22.0
dagster_graphql>=1.8.0
pydomo~=0.3
sqlalchemy_exasol<8,>=7.1.1
importlib-metadata>=4.13.0
PyYAML~=6.0
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff>=0.11.15
google-crc32c
clickhouse-sqlalchemy>=0.3
avro<1.12,>=1.11.4
pyodbc~=5.3.0
sqlalchemy-bigquery>=1.15.0
thrift-sasl~=0.4
aiobotocore~=2.26.0
rarfile~=4.2
pydruid>=0.6.5
shapely
delta-spark<4.0.0,>=3.0.0
cryptography>=48.0.1
gcsfs~=2026.3
cx_Oracle<9,>=8.3.0
memory-profiler
email-validator>=2.0
gitpython>=3.1.50
thrift<1,>=0.24.0
python-dotenv>=0.19.0
fastavro>=1.2.0
protobuf>=5.29.6
google-api-python-client>=2.0.0
mypy_extensions>=0.4.3
databricks-sqlalchemy~=2.0.9
presto-types-parser>=0.0.2
google-cloud-secret-manager==2.24.0
sqlalchemy<3,>=2.0.0
websocket-client~=1.6.1
jaraco.functools<4.2.0
oracledb~=1.2
pymongo~=4.3
sqlalchemy-redshift~=1.0.0
dbt-extractor>=0.5.0
s3fs~=2026.3
mlflow-skinny<3.15,>=3.13.0
giturlparse
sqlalchemy-pgspider
collate-data-diff[snowflake]
impyla[kerberos]~=0.24.0
looker-sdk!=24.18.0,>=22.20.0
collate-data-diff[clickhouse]
Jinja2>=2.11.3
python-liquid
google-cloud
couchbase~=4.1
google-cloud-logging
presidio-analyzer==2.2.358
pydantic-settings>=2.14.2,~=2.0
google-cloud-storage>=1.43.0
lxml>=6.1.0
simple_salesforce~=1.11
jsonpatch<2.0,>=1.24
clickhouse-driver~=0.2
kubernetes<36,>=21.0.0
cached-property==1.5.2
kafka-connect-py==0.10.11
elasticsearch8~=8.9.0
ijson~=3.4
google-cloud-bigtable>=2.0.0
pyhive[hive_pure_sasl]~=0.7
pandas~=2.1.4
azure-keyvault-secrets
requests-ntlm
deltalake<0.20,>=0.19.0
pure-transport==0.2.0
trino[sqlalchemy]
py7zr~=1.1.0
sqlalchemy-cockroachdb~=2.0
authlib>=1.6.9
requests>=2.32.4
pyarrow<26,>=23.0.1
PyJWT>=2.13.0
pyasn1>=0.6.3
databricks-sql-connector>=4.0.0
collate-data-diff[vertica]
paramiko<6,>=3.5
pyathena~=3.25.0
azure-storage-blob~=12.14
psycopg2-binary
tenacity<10,>=8.0
google-cloud-datacatalog>=3.6.2
collate-data-diff[mssql]
packaging
pyOpenSSL>=26.0.0
boto3~=1.41.5
tabulate==0.9.0
cachetools
collate-data-diff[oracle]
hdbcli
pure-sasl
msal~=1.2
idna>=3.15
pyspark==3.5.6
mistune>=3.3.0
azure-storage-blob
collate-data-diff[trino]
azure-identity~=1.12
opensearch-py~=2.4.0
jaraco.context>=6.1.0
chardet==4.0.0
setuptools>=78.1.1
adbc-driver-flightsql
antlr4-python3-runtime==4.9.2
collate-data-diff[presto]
ndg-httpsclient~=0.5.1
collate-data-diff[mysql]
sqlalchemy-hana
neo4j~=5.3
databricks-sdk~=0.20.0
requests-aws4auth~=1.1
sqlalchemy-pytds~=1.0
grpcio-tools>=1.47.2
collate-sqllineage==2.1.7
asammdf~=7.4.5
cassandra-driver>=3.28.0
pymysql~=1.0
adlfs>=2023.1.0
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-dbt-artifacts-parser
tableauserverclient==0.40
impyla~=0.24.0
scikit-learn<2,>=1.3

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

[backup]
azure-storage-blob
azure-identity~=1.12
boto3~=1.41.5

[bigquery]
sqlalchemy-bigquery>=1.15.0
numpy<2
google-cloud-logging
google-cloud-datacatalog>=3.6.2
pyarrow<26,>=23.0.1

[bigtable]
pandas~=2.1.4
google-cloud-bigtable>=2.0.0
numpy<2

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
clickhouse-driver~=0.2
clickhouse-sqlalchemy>=0.3
collate-data-diff[clickhouse]

[cockroach]
psycopg2-binary
sqlalchemy-cockroachdb~=2.0

[couchbase]
couchbase~=4.1

[dagster]
GeoAlchemy2~=0.12
croniter<3
psycopg2-binary
dagster_graphql>=1.8.0
pymysql~=1.0

[data-insight]
elasticsearch8~=8.9.0

[databricks]
databricks-sql-connector>=4.0.0
databricks-sdk~=0.20.0
pyOpenSSL>=26.0.0
databricks-sqlalchemy~=2.0.9
pyasn1>=0.6.3
ndg-httpsclient~=0.5.1

[datalake-azure]
asammdf~=7.4.5
azure-identity~=1.12
azure-storage-blob~=12.14
numpy<2
aiobotocore~=2.26.0
fastavro>=1.2.0
adlfs>=2023.1.0
cramjam~=2.7
ijson~=3.4
boto3~=1.41.5
pandas~=2.1.4
pyarrow<26,>=23.0.1
avro<1.12,>=1.11.4

[datalake-gcs]
asammdf~=7.4.5
google-cloud-monitoring>=2.0.0
aiobotocore~=2.26.0
numpy<2
pyarrow<26,>=23.0.1
fastavro>=1.2.0
cramjam~=2.7
ijson~=3.4
boto3~=1.41.5
pandas~=2.1.4
google-cloud-storage>=1.43.0
gcsfs~=2026.3
avro<1.12,>=1.11.4

[datalake-s3]
asammdf~=7.4.5
numpy<2
aiobotocore~=2.26.0
fastavro>=1.2.0
cramjam~=2.7
ijson~=3.4
boto3~=1.41.5
pandas~=2.1.4
pyarrow<26,>=23.0.1
avro<1.12,>=1.11.4
s3fs~=2026.3

[db2]
ibm-db-sa~=0.4.1
ibm-db>=3.2.6

[db2-ibmi]

[dbt]
google-cloud
azure-identity~=1.12
azure-storage-blob~=12.14
collate-dbt-artifacts-parser
boto3~=1.41.5
google-cloud-storage>=1.43.0

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-spark]
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-storage]
deltalake<0.20,>=0.19.0

[dev]
datamodel-code-generator==0.64.0
mypy-boto3-glue
google-api-python-client-stubs
basedpyright==1.39.3
grpcio-tools>=1.47.2
uvloop==0.21.0
avro<1.12,>=1.11.4
twine
sqlalchemy-bigquery>=1.15.0
google-auth-stubs
types-requests
pre-commit
nox
presidio-analyzer==2.2.358
build
pandas-stubs~=2.1.4
scipy-stubs
ruff~=0.15.12
spacy<3.8
boto3-stubs

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-playwright
luigi<=3.6.0,>=2.8.4
exasol-integration-test-docker-environment<7,>=6.0.0
pytest-base-url
sqlalchemy_exasol<8,>=7.1.1

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<8,>=7.1.1

[exasol-test]
luigi<=3.6.0,>=2.8.4
exasol-integration-test-docker-environment<7,>=6.0.0

[gcs]
py7zr~=1.1.0
rarfile~=4.2
pandas~=2.1.4
google-cloud-storage>=1.43.0
pyarrow<26,>=23.0.1

[glue]
boto3~=1.41.5

[googledrive]
google-api-python-client>=2.0.0

[great-expectations]
great-expectations~=1.3

[greenplum]
psycopg2-binary
GeoAlchemy2~=0.12
pymysql~=1.0
packaging

[hive]
pure-sasl
thrift<1,>=0.24.0
thrift-sasl~=0.4
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
impyla~=0.24.0

[impala]
pure-sasl
thrift<1,>=0.24.0
thrift-sasl~=0.4
presto-types-parser>=0.0.2
impyla[kerberos]~=0.24.0

[iomete]
iomete-sqlalchemy>=1.0.22
adbc-driver-manager
adbc-driver-flightsql

[kafka]
fastavro>=1.2.0
protobuf>=5.29.6
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
gitpython>=3.1.50
giturlparse
lkml~=1.3
looker-sdk!=24.18.0,>=22.20.0
python-liquid

[mlflow]
mlflow-skinny<3.15,>=3.13.0

[mongo]
pandas~=2.1.4
pymongo~=4.3
numpy<2

[mssql]
collate-data-diff[mssql]
sqlalchemy-pytds~=1.0

[mssql-odbc]
pyodbc~=5.3.0
collate-data-diff[mssql]

[mysql]
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff[mysql]
pymysql~=1.0

[nifi]

[openlineage]
fastavro>=1.2.0
protobuf>=5.29.6
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[opensearch]
opensearch-py~=2.4.0

[oracle]
oracledb~=1.2
cx_Oracle<9,>=8.3.0
collate-data-diff[oracle]

[pandas]
pandas~=2.1.4
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
pandas~=2.1.4
presidio-analyzer==2.2.358
spacy<3.8
numpy<2

[pinotdb]
pinotdb~=5.0

[playwright]
GeoAlchemy2~=0.12
pytest-playwright
exasol-integration-test-docker-environment<7,>=6.0.0
fastavro>=1.2.0
protobuf>=5.29.6
snowflake-sqlalchemy>=1.8.0
ijson~=3.4
pandas~=2.1.4
azure-identity~=1.12
python-multipart>=0.0.31
attrs
numpy<2
opentelemetry-exporter-otlp==1.37.0
apache-airflow==3.3.0
sqlalchemy-redshift~=1.0.0
pyarrow<26,>=23.0.1
s3fs~=2026.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff[mysql]
mlflow-skinny<3.15,>=3.13.0
apache-airflow-providers-opensearch>=1.9.1
collate-data-diff[snowflake]
pytest-base-url
sqlalchemy_exasol<8,>=7.1.1
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
apache-airflow-providers-elasticsearch>=6.5.3
avro<1.12,>=1.11.4
Werkzeug>=3.0.6
starlette>=0.49.1
asammdf~=7.4.5
google-cloud
sqlalchemy-bigquery>=1.15.0
apache-airflow-providers-http>=6.0.0
psycopg2-binary
google-cloud-logging
aiobotocore~=2.26.0
azure-storage-blob~=12.14
google-cloud-datacatalog>=3.6.2
presidio-analyzer==2.2.358
tornado>=6.5.7
packaging
pymysql~=1.0
collate-dbt-artifacts-parser
boto3~=1.41.5
luigi<=3.6.0,>=2.8.4
google-cloud-storage>=1.43.0

[postgres]
psycopg2-binary
GeoAlchemy2~=0.12
pymysql~=1.0
packaging

[powerbi]
azure-identity~=1.12
azure-storage-blob~=12.14
msal~=1.2
boto3~=1.41.5
google-cloud-storage>=1.43.0

[prefect]

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]
pyarrow<26,>=23.0.1

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[redash]
packaging

[redpanda]
fastavro>=1.2.0
protobuf>=5.29.6
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[redshift]
psycopg2-binary
GeoAlchemy2~=0.12
sqlalchemy-redshift~=1.0.0

[s3]
pandas~=2.1.4
pyarrow<26,>=23.0.1
py7zr~=1.1.0
rarfile~=4.2

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
sqlalchemy-bigquery>=1.15.0
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
spacy<3.8
avro<1.12,>=1.11.4

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.3

[slim]
GeoAlchemy2~=0.12
jsonpatch<2.0,>=1.24
clickhouse-driver~=0.2
pydantic<2.12,>=2.7.0,~=2.0
google-cloud-monitoring>=2.0.0
kubernetes<36,>=21.0.0
cached-property==1.5.2
kafka-connect-py==0.10.11
elasticsearch8~=8.9.0
snowflake-sqlalchemy>=1.8.0
Mako>=1.3.12
ijson~=3.4
google-cloud-bigtable>=2.0.0
typing-inspect
pyhive[hive_pure_sasl]~=0.7
httpx~=0.28.0
pandas~=2.1.4
adbc-driver-manager
pinotdb~=5.0
iomete-sqlalchemy>=1.0.22
google-cloud-pubsub>=2.0.0
azure-keyvault-secrets
requests-ntlm
croniter<3
numpy<2
deltalake<0.20,>=0.19.0
teradatasqlalchemy==20.0.0.2
pure-transport==0.2.0
pymssql~=2.3.9
trino[sqlalchemy]
py7zr~=1.1.0
sqlalchemy-cockroachdb~=2.0
authlib>=1.6.9
requests>=2.32.4
pyarrow<26,>=23.0.1
PyJWT>=2.13.0
pyasn1>=0.6.3
lkml~=1.3
spacy<3.8
python-dateutil>=2.8.1
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
databricks-sql-connector>=4.0.0
validators~=0.22.0
dagster_graphql>=1.8.0
pydomo~=0.3
sqlalchemy_exasol<8,>=7.1.1
importlib-metadata>=4.13.0
collate-data-diff[vertica]
PyYAML~=6.0
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff>=0.11.15
google-crc32c
clickhouse-sqlalchemy>=0.3
avro<1.12,>=1.11.4
paramiko<6,>=3.5
pyathena~=3.25.0
tableauserverclient==0.40
pyodbc~=5.3.0
sqlalchemy-bigquery>=1.15.0
azure-storage-blob~=12.14
psycopg2-binary
aiobotocore~=2.26.0
rarfile~=4.2
thrift-sasl~=0.4
tenacity<10,>=8.0
google-cloud-datacatalog>=3.6.2
pydruid>=0.6.5
collate-data-diff[mssql]
shapely
packaging
pyOpenSSL>=26.0.0
boto3~=1.41.5
cryptography>=48.0.1
tabulate==0.9.0
cachetools
gcsfs~=2026.3
cx_Oracle<9,>=8.3.0
memory-profiler
collate-data-diff[oracle]
pure-sasl
hdbcli
email-validator>=2.0
gitpython>=3.1.50
thrift<1,>=0.24.0
msal~=1.2
python-dotenv>=0.19.0
fastavro>=1.2.0
protobuf>=5.29.6
idna>=3.15
google-api-python-client>=2.0.0
mypy_extensions>=0.4.3
databricks-sqlalchemy~=2.0.9
presto-types-parser>=0.0.2
mistune>=3.3.0
azure-storage-blob
google-cloud-secret-manager==2.24.0
collate-data-diff[trino]
azure-identity~=1.12
sqlalchemy<3,>=2.0.0
opensearch-py~=2.4.0
jaraco.context>=6.1.0
websocket-client~=1.6.1
chardet==4.0.0
setuptools>=78.1.1
jaraco.functools<4.2.0
pymongo~=4.3
oracledb~=1.2
adbc-driver-flightsql
dbt-extractor>=0.5.0
sqlalchemy-redshift~=1.0.0
antlr4-python3-runtime==4.9.2
collate-data-diff[presto]
s3fs~=2026.3
ndg-httpsclient~=0.5.1
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mysql]
giturlparse
sqlalchemy-hana
sqlalchemy-pgspider
neo4j~=5.3
collate-data-diff[snowflake]
impyla[kerberos]~=0.24.0
databricks-sdk~=0.20.0
requests-aws4auth~=1.1
looker-sdk!=24.18.0,>=22.20.0
collate-data-diff[clickhouse]
grpcio-tools>=1.47.2
sqlalchemy-pytds~=1.0
Jinja2>=2.11.3
python-liquid
collate-sqllineage==2.1.7
asammdf~=7.4.5
google-cloud
cassandra-driver>=3.28.0
couchbase~=4.1
google-cloud-logging
presidio-analyzer==2.2.358
pymysql~=1.0
adlfs>=2023.1.0
pydantic-settings>=2.14.2,~=2.0
collate-dbt-artifacts-parser
sqlalchemy-vertica[vertica-python]>=0.0.5
google-cloud-storage>=1.43.0
impyla~=0.24.0
lxml>=6.1.0
simple_salesforce~=1.11

[snowflake]
snowflake-sqlalchemy>=1.8.0
collate-data-diff[snowflake]

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

[tableau]
packaging
validators~=0.22.0
tableauserverclient==0.40

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
GeoAlchemy2~=0.12
google-cloud-monitoring>=2.0.0
snowflake-sqlalchemy>=1.8.0
faker==37.1.0
croniter<3
numpy<2
teradatasqlalchemy==20.0.0.2
apache-airflow==3.3.0
kafka-python==2.0.2
spacy<3.8
boto3-stubs
lkml~=1.3
validators~=0.22.0
coverage
great-expectations~=1.3
dagster_graphql>=1.8.0
pydomo~=0.3
sqlalchemy_exasol<8,>=7.1.1
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
clickhouse-sqlalchemy>=0.3
avro<1.12,>=1.11.4
pytest-cov
sqlalchemy-bigquery>=1.15.0
aiobotocore~=2.26.0
delta-spark<4.0.0,>=3.0.0
gcsfs~=2026.3
cx_Oracle<9,>=8.3.0
exasol-integration-test-docker-environment<7,>=6.0.0
skops
fastavro>=1.2.0
protobuf>=5.29.6
opentelemetry-exporter-otlp==1.37.0
minio==7.2.5
oracledb~=1.2
pymongo~=4.3
s3fs~=2026.3
mlflow-skinny<3.15,>=3.13.0
giturlparse
sqlalchemy-pgspider
looker-sdk!=24.18.0,>=22.20.0
collate-data-diff[clickhouse]
factory-boy~=3.3.3
python-liquid
google-cloud-logging
presidio-analyzer==2.2.358
luigi<=3.6.0,>=2.8.4
google-cloud-storage>=1.43.0
clickhouse-driver~=0.2
kafka-connect-py==0.10.11
elasticsearch8~=8.9.0
ijson~=3.4
google-cloud-bigtable>=2.0.0
pyhive[hive_pure_sasl]~=0.7
pandas~=2.1.4
pytest-xdist~=3.5
pytest-order
deltalake<0.20,>=0.19.0
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
pyarrow<26,>=23.0.1
databricks-sql-connector>=4.0.0
requests<3,>=2.32.4
collate-data-diff[vertica]
paramiko<6,>=3.5
pyathena~=3.25.0
psycopg2-binary
google-cloud-datacatalog>=3.6.2
collate-data-diff[mssql]
locust~=2.32.0
boto3~=1.41.5
freezegun
collate-data-diff[oracle]
mypy-boto3-glue
pyspark==3.5.6
opensearch-py~=2.4.0
dirty-equals
collate-data-diff[mysql]
neo4j~=5.3
databricks-sdk~=0.20.0
sqlalchemy-pytds~=1.0
grpcio-tools>=1.47.2
pytest==7.0.1
cassandra-driver>=3.28.0
asammdf~=7.4.5
pymysql~=1.0
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-dbt-artifacts-parser
testcontainers~=4.8.0
tableauserverclient==0.40
scikit-learn<2,>=1.3

[test-unit]
pytest-order
pytest-cov
teradatasqlalchemy==20.0.0.2
sqlalchemy_exasol<8,>=7.1.1
pytest-rerunfailures
faker==37.1.0
testcontainers
factory-boy~=3.3.3
pytest==7.0.1
dirty-equals

[trino]
trino[sqlalchemy]
collate-data-diff[trino]

[vertica]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
